簡易檢索 / 詳目顯示

研究生: 黃靖庭
Huang, Ching-Ting
論文名稱: 使用協同式非正交多重存取技術之異質性VLC/RF無線網路中最小化頻寬中斷機率之資源配置與中繼點選擇
Resource Allocation and Relay Selection for Bandwidth Outage Probability Minimization in Cooperative NOMA-enabled Heterogeneous VLC/RF Wireless Networks
指導教授: 許靜芳
Hsu, Ching-Fang
學位類別: 碩士
Master
系所名稱: 電機資訊學院 - 資訊工程學系
Department of Computer Science and Information Engineering
論文出版年: 2023
畢業學年度: 111
語文別: 英文
論文頁數: 62
中文關鍵詞: 可見光通訊射頻網路異質性無線網路協作式非正交多重存取資源配置中斷機率協作者選擇資源重新配置
外文關鍵詞: Visible Light Communication (VLC), Radio Frequency (RF) network, heterogeneous wireless network, cooperative NOMA, power allocation, bandwidth outage probability, relay selection, power reallocation
相關次數: 點閱:151下載:6
分享至:
查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報
  • 隨著過去數十年科技設備的使用日益地增長,原本使用的傳統射頻波段開始無法滿足過多設備的需求,所以研究人員開始在頻譜上尋求其他頻段,其中一個頻段為可見光,將可見光作為傳輸訊息的優點在於頻段比射頻頻段高出1300倍,而且也比射頻具備較佳的安全性。然而,因為可見光無法穿透牆壁跟不透明障礙物的物理特性,使得可見光仍具有不可忽視的缺點,而且相對於射頻網路(RF),可見光網路(VLC)的覆蓋範圍較小。於是研究人員提出合併射頻網路和可見光網路技術,作為室內無線通訊的一種新穎的方法,稱之為異質性無線網路。此無線網路不僅可以同時擁有可見光網路和射頻網路的優點,亦可以彌補彼此的缺點,而且能夠同時使用兩塊不重疊的頻譜,增加整體網路的效能。其中一種異質性無線網路是利用協作式非正交多重存取技術實現,相較於非正交多重技術的異質性網路,此網路可以降低整體系統頻寬中斷機率。
    利用協作式非正交多重存取技術之異質性無線網路需要討論,例如無限存取點的資源配置問題、選擇適當的中繼者、中繼者資源配置和中繼者資源重新配置問題。對於目前大多數文獻只使用基於通道增益為出發點所提出的資源配置方法,這些方法缺乏考慮使用者的需求,導致無法有效分配資源,無法更好的降低系統頻寬中斷機率。本論文提出基於考慮使用者需求與通道增益的資源配置方法,而且選擇適當中繼者的幫助,讓每個使用者可以不耗費過多不需要的時間之餘,降低整體系統頻寬中斷可能性的發生。最後,模擬結果顯示我們提出的方法在系統頻寬中斷機率和花費時間間隔數都有所改善,而且也降低使用的中繼者數量。

    With the increasing use of technology devices over the past decades, the traditional radio frequency (RF) spectrum has become insufficient to meet the growing demand of numerous devices. As a result, researchers started exploring alternative frequency spectrum, and one such spectrum is visible light. Utilizing visible light for communication offers several advantages over RF, including the spectrum that is 1300 times larger and better security. However, the physical characteristics of visible light, such as its inability to penetrate walls and opaque obstacles, impose inherent limitations on its usability. Compared to RF networks, visible light communication (VLC) has a smaller coverage range. To overcome these limitations, researchers have proposed the integration of RF and VLC technologies, forming a novel approach for indoor wireless communication known as heterogeneous wireless networks. These networks can leverage the advantages of both VLC and RF networks while compensating for their respective drawbacks. Moreover, they can utilize two non-overlapping spectra simultaneously. One type of heterogeneous wireless network that achieves this is based on cooperative non-orthogonal multiple access (CoNOMA) techniques. Compared to hybrid networks based on orthogonal multiple access techniques, this network enhances the probability of users receiving correct messages, thereby reducing the probability of bandwidth outage in the overall system.
    The heterogeneous wireless network utilizing CoNOMA technique requires further investigation, such as access point resource allocation, the appropriate relay selection, relay resource allocation and relay resource reallocation. Most existing research focus on resource allocation methods based only on channel gains, without considering the users' requirements. As a result, these methods fail to efficiently allocate resources. In this paper, we propose a resource allocation method that considers both user demand and channel gain. We also select suitable relays to assist users, ensuring that each user reduces the probability of not receiving messages without redundant unnecessary time, and reduces the possibility of bandwidth outage in the overall system. Finally, the simulation results show that our proposed method has improved the system bandwidth outage probability and the time slots of consumption. Moreover, it has also reduced the number of relays used.

    摘要 I Abstract III 致謝 V Contents VII List of Tables IX List of Figures X Chapter 1 Introduction 1 Chapter 2 Background 4 2.1 Concepts of VLC Networks and CoNOMA 4 2.2 Multiple Access Techniques on VLC 5 2.3 Cooperative NOMA on VLC 6 Chapter 3 Related Work 8 3.1 Methods of UE Linking Condition 8 3.2 Resource Allocation Schemes in NOMA 8 3.2.1 Static Power Allocation (SPA) 9 3.2.2 Proportional Power Allocation (PPA) 10 3.2.3 Gain Ratio Power Allocation (GRPA) 10 3.2.4 Normalized Gain Difference Power Allocation (NGDPA) 10 3.2.5 Fair Power Allocation (FPA) 10 3.3 Methods of Relay Selection 11 Chapter 4 System Models 12 4.1 Phase I: Direct Transmission 12 4.2 Phase II: Cooperative Transmission 15 Chapter 5 Proposed Schemes 19 5.1 Motivation 19 5.2 Notation 20 5.3 Problem Formulation 23 5.4 Overall Framework and Pre-Calculation Stage 24 5.5 Overall System Method 26 5.5.1 AP Power Allocation 27 5.5.2 Relay Selection 28 5.5.3 Relay Power Allocation 29 5.5.4 Relay Power Reallocation 29 5.6 Time Complexity Analysis 30 Chapter 6 Performance Evaluation 32 6.1 Parameter Setting 32 6.2 Performance Metrics 34 6.3 Simulation Results 35 6.3.1 Effects of Transmit SNR for VLC Link 35 6.3.2 Effects of User Demands 52 6.3.3 Effects of the Number of Users 56 Chapter 7 Conclusion 58 References 59

    [1] Borja Genoves Guzman, Javier Talavante, and Dayrene Frometa Fonseca, “Toward sustainable greenhouse using battery-free lifi-enabled internet of things,” IEEE Communications magazine vol. 61, no. 5, pp. 129-135, May. 2023.
    [2] Chen Chen, Wen-De Zhong, Helin Yang, and Pengfei Du, “On the performance of MIMO-NOMA-based visible light communication systems,” IEEE Photonics Technology Letters vol. 30, no. 5, pp. 307-310, Feb. 15, 2018.
    [3] Coleman D.Bazelon, and Giulia McHenry, “Substantial Licensed Spectrum Deficit (2015-2019): Updating the FCC’s Mobile Data Demand Projections,” The Brattle Group, Tech. Rep., Jun. 2015.
    [4] C. Lee et al., “26 Gbit/s LiFi System with Laser-Based White Light Transmitter,” Journal of Lightwave Technology, vol. 40, no. 5, pp. 1432-1439, 1 Mar.1, 2022.
    [5] Dushyantha A. Basnayaka, and Harald Haas, “Design and analysis of a hybrid radio frequency and visible light communication system,” IEEE Transactions on Communications vol. 5, no. 10, pp. 4334-4347, Oct. 2017.
    [6] D. Karunatilaka, F. Zafar, V. Kalavally, and R. Parthiban, ‘‘LED based indoor visible light communications: State of the art,’’ IEEE Commun. Surveys Tuts., vol. 17, no. 3, pp. 1649–1678, Aug. 2015.
    [7] D. K. Jackson, T. K. Buffaloe, and S. B. Leeb, ‘‘Fiat lux: A fluorescent lamp digital transceiver,’’ IEEE Trans. Ind. Appl., vol. 34, no. 3, pp. 625-630, May. 1998.
    [8] E. Perahia, and R. Stacey, “Next Generation Wireless LANs: 802.11n and 802.11ac,” Cambridge, U.K.: Cambridge Univ. Press, 2013.
    [9] G. Pang, T. Kwan, C.-H. Chan, and H. Liu, ‘‘LED traffic light as a communications device,’’ in Proc. IEEE/IEEJ/JSAI Int. Conf. Intell. Transp. Syst., pp. 788–793, Oct. 1999.
    [10] H. Marshoud, P. C. Sofotasios, S. Muhaidat, G. K. Karagiannidis, and B. S. Sharif, “On the performance of visible light communication systems with non-orthogonal multiple access,” IEEE Trans. Wireless Commun., vol. 16, no. 10, pp. 6350–6364, Oct. 2017.
    [11] H. Marshoud, V. M. Kapinas, G. K. Karagiannidis, and S. Muhaidat, “Non-orthogonal multiple access for visible light communications,” IEEE Photonics Technology Letters vol. 28, no. 1, pp. 51-54, Jan. 1, 2016.
    [12] Kinza Shafique, Bilal A. Khawaja, Farah Sabir, Sameer Qazi, and Muhammad Mustaqi, “Internet of things (IoT) for next-generation smart systems: A review of current challenges, future trends and prospects for emerging 5G-IoT scenarios,” IEEE Access vol. 8, pp. 23022-23040, Jan. 2020.
    [13] Konstantinos G. Rallis et al., “Energy Efficiency Maximization in Cooperative Hybrid VLC/RF Networks with NOMA,” International Symposium on Wireless Communication Systems 17th.
    [14] K. Jindal, R. Raj, and A. Dixit, “On improving the fairness of NOMA-based indoor visible light communication system,” Proc. IEEE Int. Conf. Adv. Netw. Telecommun. Syst. (ANTS), New Delhi, India, pp. 1-6, Dec. 2020.
    [15] Linglong Dai, Bichai Wang, Yifei Yuan, Shuangfeng Han, I. Chih-lin, and Zhaocheng Wang, “Non-orthogonal multiple access for 5G: solutions, challenges, opportunities, and future research trends,” IEEE Communications Magazine vol. 53, no. 9, pp. 74-81, Sep. 2015.
    [16] Liwei Yang, Qi Zhang, Wenjie Zhang, Lining Deng, and Huiping Yang, “Resource allocation for hybrid visible light communications (VLC)-WiFi networks,” IEEE Access vol. 8, pp. 176588-176597, Sep. 2020.
    [17] L. Yin, W. O. Popoola, X. Wu, and H. Haas, “Performance evaluation of non-orthogonal multiple access in visible light communication,” IEEE Transactions on Communications vol. 64, no. 12, pp. 5162-5175, Dec. 2016.
    [18] Mohanad Obeed, Anas M. Salhab, Salam A. Zummo, Mohamed-Slim Alouini, “Joint optimization of power allocation and load balancing for hybrid VLC/RF networks,” Journal of Optical Communications and Networking vol. 10, no. 5, pp. 553-562, May. 2018.
    [19] Mohanad Obeed et al., “Power Allocation and Link Selection for Multicell Cooperative NOMA Hybrid VLC/RF Systems,” IEEE Communications Letters vol. 25, no. 2, pp. 560-564, Feb. 2021.
    [20] Mohanad Obeed et al., “User pairing, link election, and power allocation for cooperative NOMA hybrid VLC/RF systems,” IEEE Transaction on wireless communications, vol. 20, no. 3, pp. 1785-1800, Mar. 2021.
    [21] Nan Chi, Yingjun Zhou, Yiran Wei, and Fangchen Hu, “Visible light communication in 6G: Advances, Challenges, and prospects,” IEEE Vehicular Technology Magazine vol. 15, no. 4, pp. 93-102, Dec. 2020.
    [22] Okechukwu C. Ugweje, “Radio Frequency and Wireless Communications,” April. 2004, DOI: 10.1002/047148296X.tie151.
    [23] Rishu Raj, and Abhishek Dixit, “Outage Analysis and Reliability Enhancement of Hybrid VLC-RF Networks Using Cooperative Non-Orthogonal Multiple Access,” IEEE Transactions on Network and Service Management, vol. 18, no. 4, pp.4685-4696, Aug. 2021.
    [24] R. Raj, and A. Dixit, “Performance evaluation of power allocation schemes for non-orthogonal multiple access in MIMO visible light communication links,” in Proc. IEEE Int. Conf. Signal Process. Commun. (SPCOM), Bangalore, India, pp. 1-5, Jul. 2020.
    [25] R. Raj, S. Jaiswal, and A. Dixit, “On the effect of multipath reflections in indoor visible light communication links: Channel characterization and BER analysis,” IEEE Access, vol. 8, pp. 190620-190636, 2020.
    [26] Saad Al-Ahmadi, “On the achievable max-min rates of cooperative power-domain NOMA systems,” IEEE Access vol. 8, pp. 173112-173122, Sep. 21, 2020.
    [27] Sri Ariyanti, and Muhammad Suryanegara, “Visible light communication (VLC) for 6G technology: The potency and research challenges,” 2020 Fourth World conference on smart trends in systems, security and sustainability (WorldS4), July. 2020.
    [28] S. Dimitrov, and H. Haas, “Principles of LED Light Communications: Towards Networked Li-Fi,” Cambridge, U.K.: Cambridge Univ, March. 2015.
    [29] Volker Jungnickel, “1 Gbit/s LiFi System.” https://www.hhi.fraunhofer.de/en/departments/pn/products-and-solutions/1-gbit-s-lifi-system.html.
    [30] Xiping Wu, Majid Safari, and Harald Haas, “Access Point Selection for Hybrid Li-Fi and Wi-Fi Networks” IEEE Transactions on Communications, vol. 65, no. 12, Aug 21, 2017.
    [31] Yue Xiao, Panagiotis D. Diamantoulakis, Zequn Fang, Zheng Ma, and Li Hao, “Hybrid lightwave/RF cooperative NOMA networks,” IEEE Transactions on wireless communications vol. 19, no. 2, pp. 1154-1166, Feb. 2019.
    [32] Y. Saito, Y. Kishiyama, A. Benjebbour, T. Nakamura, A. Li, and K. Higuchi, “Non-orthogonal multiple access (NOMA) for cellular future radio access,” IEEE 77th Vehicular Technology Conference (VTC Spring), pp. 1-5, 2013.
    [33] Z. Ding, M. Peng, and H. V. Poor, “Cooperative Non-orthogonal Multiple Access in 5G Systems,” IEEE Communications Letters, vol. 19, no. 8, pp. 1462-1465, Aug. 2015.
    [34] Z. Ding, Z. Yang, P. Fan, and H. V. Poor, “On the performance of non-orthogonal multiple access in 5G systems with randomly deployed users,” IEEE Signal Process. Lett., vol. 21, no. 12, pp. 1501-1505, Dec. 2014.

    下載圖示 校內:立即公開
    校外:立即公開
    QR CODE